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Yarn vs Zookeeper: What are the differences?

# Key Differences between Yarn and Zookeeper

Yarn and Zookeeper are both essential tools in the world of Big Data, but they serve different purposes and have distinct features that set them apart. 

1. **Resource Management**: Yarn is primarily responsible for resource management in Hadoop clusters, efficiently allocating resources among different applications based on their requirements. In contrast, Zookeeper is a centralized service for maintaining configuration information and providing distributed synchronization across a cluster.

2. **Data Storage**: While Yarn focuses on resource management, Zookeeper is primarily used for storing small amounts of data such as configuration settings, status information, and so on. Zookeeper provides a hierarchical namespace for organizing this data efficiently.

3. **Consistency Guarantees**: Zookeeper provides strong consistency guarantees, ensuring that all clients see the same view of the data at any given time. This makes it a suitable choice for coordination tasks requiring strict synchronization. In comparison, Yarn focuses on resource allocation and scheduling, without providing strong consistency guarantees.

4. **Fault Tolerance**: Yarn comes with built-in fault tolerance mechanisms that enable it to recover from failures gracefully. It can handle node failures, network partitions, and other issues without impacting the overall operation of the cluster. Zookeeper also offers robust fault tolerance features, ensuring high availability and data integrity in distributed environments.

5. **Use Cases**: Yarn is typically used for running distributed applications, batch processing, and real-time processing tasks in Hadoop clusters. On the other hand, Zookeeper is more suited for distributed coordination, leader election, configuration management, and distributed locking scenarios where consistency and reliability are critical.

6. **Scalability**: Both Yarn and Zookeeper are designed to scale horizontally to accommodate growing workloads and data volumes. However, the scalability characteristics of each tool differ slightly based on their intended use cases and underlying architecture.

In Summary, Yarn and Zookeeper play distinct roles in the realm of Big Data, with Yarn focusing on resource management and scheduling while Zookeeper excels in distributed coordination and maintaining consistent configuration data across clusters.
Advice on Yarn and Zookeeper
Needs advice
on
npmnpm
and
YarnYarn

From a StackShare Community member: “I’m a freelance web developer (I mostly use Node.js) and for future projects I’m debating between npm or Yarn as my default package manager. I’m a minimalist so I hate installing software if I don’t need to- in this case that would be Yarn. For those who made the switch from npm to Yarn, what benefits have you noticed? For those who stuck with npm, are you happy you with it?"

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Replies (14)
Julian Sanchez
Lead Developer at Chore Champion · | 11 upvotes · 237.1K views
Recommends
on
YarnYarn
at

We use Yarn because it allows us to more simply manage our node_modules. It also simplifies commands and increases speed when installing modules. Our teams module download time was cut in half after switching from NPM to Yarn. We now require all employees to use Yarn (to prevent errors with package-lock.json and yarn.lock).

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Recommends
on
npmnpm

I use npm since new version is pretty fast as well (Yarn may be still faster a bit but the difference isn't huge). No need for other dependency and mainly Yarn sometimes do not work. Sometimes when I want to install project dependencies I got error using Yarn but with npm everything is installed correctly.

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Recommends
on
YarnYarn

p.s.

I am not sure about the performance of the latest version of npm, whether it is different from my understanding of it below. Because I use npm very rarely when I had the following knowledge.

------⏬

I use Yarn because, first, yarn is the first tool to lock the version. Second, although npm also supports the lock version, when you use npm to lock the version, and then use package-lock.json on other systems, package-lock.json Will be modified. You understand what I mean, when you deploy projects based on Git...

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Mark Nelissen
Recommends
on
npmnpmnpmnpm

I use npm because I also mainly use React and TypeScript. Since several typings (from DefinitelyTyped) depend on the React typings, Yarn tends to mess up which leads to duplicate libraries present (different versions of the same type definition), which hinders the Typescript compiler. Npm always resolves to a single version per transitive dependency. At least that's my experience with both.

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Recommends
on
YarnYarn

As far as I know Yarn is a super module of NPM. But it still needs npm to run.

Yarn was developed by Facebook's guys to fix some npm issues and performance.

If you use the last version of npm most of this problem does not exist anymore.

You can choose the option which makes you more confortable. I like using yarn because I'm used to it.

In the end the packages will be the same. Just try both and choose the one you feel more confortable. :)

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tataata
Frontend designer and developer · | 3 upvotes · 222.6K views
Recommends
on
YarnYarn

Yarn made it painless for the team to sync on versions of packages that we use on the project <3

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Shuuji TAKAHASHI
Recommends
on
YarnYarn

I use Yarn because it outputs nice progress messages with cute emoji and installs packages quickly if the package is cached. Also, Yarn creates yarn.lock file which makes the developer use the consistent environment.

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Recommends
on
npmnpm

I use npm because its the official package manager for Node. It's reliability, security and speed has increased over time so the battle is over!

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Izzur Zuhri
Recommends
on
npmnpm

I use npm because it has a lot of community support and the performance difference with alternative tool is not so significant for me.

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Tor Hagemann
Principal Software Engineer at Socotra · | 3 upvotes · 122.8K views
Recommends
on
npmnpmYarnYarn

You should use whichever had the best DX (developer experience) for your team. If you are doing a massive front-end project, consider yarn if not only because it makes it a snap to go from zero to ready. What some people say about npm being more stable or easier for smaller projects is highly true as well. (not to mention, you sometimes have to install yarn) But, note that official NodeJS Docker images ship with both npm and yarn. If you want to use yarn, put package-lock=false and optionally save-exact=true in your project's .npmrc file. Compare whether you prefer the ergonomics of yarn global add over npm install -g or see fewer meaningless warnings for the specific set of dependencies you leverage.

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Denys Slipetskyy
Recommends
on
YarnYarn
at

I use Yarn because it process my dependencies way faster, predictable deps resolution order, upgrade-interactive is very handy + some Yarn specific features (workspaces, Plug’n’Play alternative installation strategy) ...

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Francois Leurent
Recommends
on
npmnpm
at

We tend to stick to npm, yarn is only a fancy alternative, not 10x better. Using a self -hosted private repository (via sinopia/npm-mirror) make package locking (mostly) pointless.

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Recommends
on
YarnYarn

I am a minimalist too. I once had issues with installing Nuxt.js using NPM so I had to install Yarn but I also found that the Dev experience was much better

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Digital All
Recommends
on
npmnpm

I use npm because its packaged with node installation and handles npm tokens in CI/CD tools for private packages/libraries.

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Decisions about Yarn and Zookeeper
Oleksandr Fedotov
Senior Software Engineer at joyn · | 3 upvotes · 262.3K views

As we have to build the application for many different TV platforms we want to split the application logic from the device/platform specific code. Previously we had different repositories and it was very hard to keep the development process when changes were done in multiple repositories, as we had to synchronize code reviews as well as merging and then updating the dependencies of projects. This issues would be even more critical when building the project from scratch what we did at Joyn. Therefor to keep all code in one place, at the same time keeping in separated in different modules we decided to give a try to monorepo. First we tried out lerna which was fine at the beginning, but later along the way we had issues with adding new dependencies which came out of the blue and were not easy to fix. Next round of evolution was yarn workspaces, we are still using it and are pretty happy with dev experience it provides. And one more advantage we got when switched to yarn workspaces that we also switched from npm to yarn what improved the state of the lock file a lot, because with npm package-lock file was updated every time you run npm install, frequent updates of package-lock file were causing very often merge conflicts. So right now we not just having faster dependencies installation time but also no conflicts coming from lock file.

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Petr Bambušek
Head of Frontend at Mews · | 2 upvotes · 273K views
Chose
YarnYarn
over
npmnpm
at
()

This was no real choice - we switched the moment Yarn was available, and never looked back. Yarn is the only reasonable frontend package manager that's actually being developed. They even aim to heal the node_modules madness with v2! Npm is just copying its ideas on top of introducing massive bugs with every change.

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Pros of Yarn
Pros of Zookeeper
  • 85
    Incredibly fast
  • 22
    Easy to use
  • 13
    Open Source
  • 11
    Can install any npm package
  • 8
    Works where npm fails
  • 7
    Workspaces
  • 3
    Incomplete to run tasks
  • 2
    Fast
  • 11
    High performance ,easy to generate node specific config
  • 8
    Java
  • 8
    Kafka support
  • 5
    Spring Boot Support
  • 3
    Supports extensive distributed IPC
  • 2
    Curator
  • 2
    Used in ClickHouse
  • 2
    Supports DC/OS
  • 1
    Used in Hadoop
  • 1
    Embeddable In Java Service

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Cons of Yarn
Cons of Zookeeper
  • 16
    Facebook
  • 7
    Sends data to facebook
  • 4
    Should be installed separately
  • 3
    Cannot publish to registry other than npm
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    - No public GitHub repository available -

    What is Yarn?

    Yarn caches every package it downloads so it never needs to again. It also parallelizes operations to maximize resource utilization so install times are faster than ever.

    What is Zookeeper?

    A centralized service for maintaining configuration information, naming, providing distributed synchronization, and providing group services. All of these kinds of services are used in some form or another by distributed applications.

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    What are some alternatives to Yarn and Zookeeper?
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